← ClaudeAtlas

kwcompoundlisted

Extract and save learnings from a completed knowledge work session. Saves to docs/knowledge/ so future plans automatically find them.
oydxxx/compound-knowledge · ★ 0 · AI & Automation · score 68
Install: claude install-skill oydxxx/compound-knowledge
# Compound Close the loop. Extract what you learned and save it where future work will find it. ## When to Use * After completing a plan, campaign, analysis, or strategy session * "Compound this session", "Save what we learned", "What should we remember?" * After a data correction, process fix, or strategic insight * At the end of any meaningful work session ## Process ### Step 1: Identify learnings Scan the current session for compoundable insights. Look for: | Type | Signals | | --------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------- | | **Insight** | "We discovered...", surprising finding, counter-intuitive result | | **Playbook** | Repeatable process that worked, step-by-step that others could follow | | **Correction** | Wrong assumption fixed, data source clarified, definition updated | | **Pattern** | Something that keeps recurring, systemic observation | **Extract 1-3 learnings max.** Quality over quantity. If nothing is worth saving, say so: > "Nothing from this session seems worth saving as a standalone learning. The work is captured in the plan/deliverables." For each learning, draft: ``` **Learning:** [One sentence — what we now know] **Type:** [insight | playbook | correction | pattern] **Why it matters:** [